Fuzzy Optimization of Automobile Supply Chain Network of Considering Risks
Title | Fuzzy Optimization of Automobile Supply Chain Network of Considering Risks |
Publication Type | Conference Paper |
Year of Publication | 2015 |
Authors | Dai, Z., Li, Z. Y. |
Conference Name | 2015 Seventh International Symposium on Parallel Architectures Algorithms and Programming (PAAP) |
Date Published | dec |
Keywords | Approximation methods, automobile, automobile supply chain network, automobiles, automotive components, component plants, component suppliers, continuous fuzzy problem, Cplex 12.6, discrete fuzzy problem, discretization points, distribution centers, Fuzzy, fuzzy optimization, fuzzy price, fuzzy set theory, Industries, optimisation, Optimization, Pricing, profitability, pubcrawl170110, risk management, risks, supply chain management, supply chain network, Supply chains, total profit risk minimization, transportation costs |
Abstract | In this paper, an optimization model of automobile supply chain network with risks under fuzzy price is put forward. The supply chain network is composed of component suppliers, plants, and distribution centers. The total costs of automobile supply chain consist of variable costs, fixed costs, and transportation costs. The objective of this study is to minimize the risks of total profits. In order to deal with this model, this paper puts forward an approximation method to transform a continuous fuzzy problem into discrete fuzzy problem. The model is solved using Cplex 12.6. The results show that Cplex 12.6 can perfectly solve this model, the expected value and lower semi-variance of total profits converge with the increasing number of discretization points, the structure of automobile supply chain network keeps unchanged with the increasing number of discretization points. |
DOI | 10.1109/PAAP.2015.34 |
Citation Key | dai_fuzzy_2015 |
- fuzzy price
- transportation costs
- total profit risk minimization
- supply chains
- supply chain network
- supply chain management
- risks
- risk management
- pubcrawl170110
- profitability
- Pricing
- optimization
- optimisation
- Industries
- fuzzy set theory
- Approximation methods
- fuzzy optimization
- Fuzzy
- distribution centers
- discretization points
- discrete fuzzy problem
- Cplex 12.6
- continuous fuzzy problem
- component suppliers
- component plants
- automotive components
- automobiles
- automobile supply chain network
- automobile